updated to datasets 4.*

README.md

@@ -1,20 +1,20 @@
 ---
-language:
-- en
+configs:
+- config_name: musk
+  data_files:
+  - path: musk/train.csv
+    split: train
+  default: true
+language: en
+license: cc
+pretty_name: Musk
+size_categories: 1M<n<10M
 tags:
-- musk
 - tabular_classification
 - binary_classification
 - multiclass_classification
-- UCI
-pretty_name: Musk
-size_categories:
-- n<1K
 task_categories:
 - tabular-classification
-configs:
-- musk
-license: cc
 ---
 # Musk
 The [Musk dataset](https://archive.ics.uci.edu/ml/datasets/Musk) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).

musk.py

@@ -1,410 +0,0 @@
-"""Musk: A Census Dataset"""
-
-from typing import List
-
-import datasets
-
-import pandas
-
-
-VERSION = datasets.Version("1.0.0")
-_BASE_FEATURE_NAMES = [
-    "name",
-    "conformation_name",
-    "ray_0",
-    "ray_1",
-    "ray_2",
-    "ray_3",
-    "ray_4",
-    "ray_5",
-    "ray_6",
-    "ray_7",
-    "ray_8",
-    "ray_9",
-    "ray_10",
-    "ray_11",
-    "ray_12",
-    "ray_13",
-    "ray_14",
-    "ray_15",
-    "ray_16",
-    "ray_17",
-    "ray_18",
-    "ray_19",
-    "ray_20",
-    "ray_21",
-    "ray_22",
-    "ray_23",
-    "ray_24",
-    "ray_25",
-    "ray_26",
-    "ray_27",
-    "ray_28",
-    "ray_29",
-    "ray_30",
-    "ray_31",
-    "ray_32",
-    "ray_33",
-    "ray_34",
-    "ray_35",
-    "ray_36",
-    "ray_37",
-    "ray_38",
-    "ray_39",
-    "ray_40",
-    "ray_41",
-    "ray_42",
-    "ray_43",
-    "ray_44",
-    "ray_45",
-    "ray_46",
-    "ray_47",
-    "ray_48",
-    "ray_49",
-    "ray_50",
-    "ray_51",
-    "ray_52",
-    "ray_53",
-    "ray_54",
-    "ray_55",
-    "ray_56",
-    "ray_57",
-    "ray_58",
-    "ray_59",
-    "ray_60",
-    "ray_61",
-    "ray_62",
-    "ray_63",
-    "ray_64",
-    "ray_65",
-    "ray_66",
-    "ray_67",
-    "ray_68",
-    "ray_69",
-    "ray_70",
-    "ray_71",
-    "ray_72",
-    "ray_73",
-    "ray_74",
-    "ray_75",
-    "ray_76",
-    "ray_77",
-    "ray_78",
-    "ray_79",
-    "ray_80",
-    "ray_81",
-    "ray_82",
-    "ray_83",
-    "ray_84",
-    "ray_85",
-    "ray_86",
-    "ray_87",
-    "ray_88",
-    "ray_89",
-    "ray_90",
-    "ray_91",
-    "ray_92",
-    "ray_93",
-    "ray_94",
-    "ray_95",
-    "ray_96",
-    "ray_97",
-    "ray_98",
-    "ray_99",
-    "ray_100",
-    "ray_101",
-    "ray_102",
-    "ray_103",
-    "ray_104",
-    "ray_105",
-    "ray_106",
-    "ray_107",
-    "ray_108",
-    "ray_109",
-    "ray_110",
-    "ray_111",
-    "ray_112",
-    "ray_113",
-    "ray_114",
-    "ray_115",
-    "ray_116",
-    "ray_117",
-    "ray_118",
-    "ray_119",
-    "ray_120",
-    "ray_121",
-    "ray_122",
-    "ray_123",
-    "ray_124",
-    "ray_125",
-    "ray_126",
-    "ray_127",
-    "ray_128",
-    "ray_129",
-    "ray_130",
-    "ray_131",
-    "ray_132",
-    "ray_133",
-    "ray_134",
-    "ray_135",
-    "ray_136",
-    "ray_137",
-    "ray_138",
-    "ray_139",
-    "ray_140",
-    "ray_141",
-    "ray_142",
-    "ray_143",
-    "ray_144",
-    "ray_145",
-    "ray_146",
-    "ray_147",
-    "ray_148",
-    "ray_149",
-    "ray_150",
-    "ray_151",
-    "ray_152",
-    "ray_153",
-    "ray_154",
-    "ray_155",
-    "ray_156",
-    "ray_157",
-    "ray_158",
-    "ray_159",
-    "ray_160",
-    "ray_161",
-    "oxy_distance",
-    "displacement_1",
-    "displacement_2",
-    "displacement_3",
-    "is_musk"
-]
-
-DESCRIPTION = "Musk dataset from the UCI ML repository."
-_HOMEPAGE = "https://archive.ics.uci.edu/ml/datasets/Musk"
-_URLS = ("https://huggingface.co/datasets/mstz/musk/raw/musk.csv")
-_CITATION = """
-@misc{misc_musk_(version_1)_74,
-  author       = {Chapman,David & Jain,Ajay},
-  title        = {{Musk (Version 1)}},
-  year         = {1994},
-  howpublished = {UCI Machine Learning Repository},
-  note         = {{DOI}: \\url{10.24432/C5ZK5B}}
-}"""
-
-# Dataset info
-urls_per_split = {
-    "train": "https://huggingface.co/datasets/mstz/musk/raw/main/clean1.data"
-}
-features_types_per_config = {
-    "musk": {
-        "ray_0": datasets.Value("float64"),
-        "ray_1": datasets.Value("float64"),
-        "ray_2": datasets.Value("float64"),
-        "ray_3": datasets.Value("float64"),
-        "ray_4": datasets.Value("float64"),
-        "ray_5": datasets.Value("float64"),
-        "ray_6": datasets.Value("float64"),
-        "ray_7": datasets.Value("float64"),
-        "ray_8": datasets.Value("float64"),
-        "ray_9": datasets.Value("float64"),
-        "ray_10": datasets.Value("float64"),
-        "ray_11": datasets.Value("float64"),
-        "ray_12": datasets.Value("float64"),
-        "ray_13": datasets.Value("float64"),
-        "ray_14": datasets.Value("float64"),
-        "ray_15": datasets.Value("float64"),
-        "ray_16": datasets.Value("float64"),
-        "ray_17": datasets.Value("float64"),
-        "ray_18": datasets.Value("float64"),
-        "ray_19": datasets.Value("float64"),
-        "ray_20": datasets.Value("float64"),
-        "ray_21": datasets.Value("float64"),
-        "ray_22": datasets.Value("float64"),
-        "ray_23": datasets.Value("float64"),
-        "ray_24": datasets.Value("float64"),
-        "ray_25": datasets.Value("float64"),
-        "ray_26": datasets.Value("float64"),
-        "ray_27": datasets.Value("float64"),
-        "ray_28": datasets.Value("float64"),
-        "ray_29": datasets.Value("float64"),
-        "ray_30": datasets.Value("float64"),
-        "ray_31": datasets.Value("float64"),
-        "ray_32": datasets.Value("float64"),
-        "ray_33": datasets.Value("float64"),
-        "ray_34": datasets.Value("float64"),
-        "ray_35": datasets.Value("float64"),
-        "ray_36": datasets.Value("float64"),
-        "ray_37": datasets.Value("float64"),
-        "ray_38": datasets.Value("float64"),
-        "ray_39": datasets.Value("float64"),
-        "ray_40": datasets.Value("float64"),
-        "ray_41": datasets.Value("float64"),
-        "ray_42": datasets.Value("float64"),
-        "ray_43": datasets.Value("float64"),
-        "ray_44": datasets.Value("float64"),
-        "ray_45": datasets.Value("float64"),
-        "ray_46": datasets.Value("float64"),
-        "ray_47": datasets.Value("float64"),
-        "ray_48": datasets.Value("float64"),
-        "ray_49": datasets.Value("float64"),
-        "ray_50": datasets.Value("float64"),
-        "ray_51": datasets.Value("float64"),
-        "ray_52": datasets.Value("float64"),
-        "ray_53": datasets.Value("float64"),
-        "ray_54": datasets.Value("float64"),
-        "ray_55": datasets.Value("float64"),
-        "ray_56": datasets.Value("float64"),
-        "ray_57": datasets.Value("float64"),
-        "ray_58": datasets.Value("float64"),
-        "ray_59": datasets.Value("float64"),
-        "ray_60": datasets.Value("float64"),
-        "ray_61": datasets.Value("float64"),
-        "ray_62": datasets.Value("float64"),
-        "ray_63": datasets.Value("float64"),
-        "ray_64": datasets.Value("float64"),
-        "ray_65": datasets.Value("float64"),
-        "ray_66": datasets.Value("float64"),
-        "ray_67": datasets.Value("float64"),
-        "ray_68": datasets.Value("float64"),
-        "ray_69": datasets.Value("float64"),
-        "ray_70": datasets.Value("float64"),
-        "ray_71": datasets.Value("float64"),
-        "ray_72": datasets.Value("float64"),
-        "ray_73": datasets.Value("float64"),
-        "ray_74": datasets.Value("float64"),
-        "ray_75": datasets.Value("float64"),
-        "ray_76": datasets.Value("float64"),
-        "ray_77": datasets.Value("float64"),
-        "ray_78": datasets.Value("float64"),
-        "ray_79": datasets.Value("float64"),
-        "ray_80": datasets.Value("float64"),
-        "ray_81": datasets.Value("float64"),
-        "ray_82": datasets.Value("float64"),
-        "ray_83": datasets.Value("float64"),
-        "ray_84": datasets.Value("float64"),
-        "ray_85": datasets.Value("float64"),
-        "ray_86": datasets.Value("float64"),
-        "ray_87": datasets.Value("float64"),
-        "ray_88": datasets.Value("float64"),
-        "ray_89": datasets.Value("float64"),
-        "ray_90": datasets.Value("float64"),
-        "ray_91": datasets.Value("float64"),
-        "ray_92": datasets.Value("float64"),
-        "ray_93": datasets.Value("float64"),
-        "ray_94": datasets.Value("float64"),
-        "ray_95": datasets.Value("float64"),
-        "ray_96": datasets.Value("float64"),
-        "ray_97": datasets.Value("float64"),
-        "ray_98": datasets.Value("float64"),
-        "ray_99": datasets.Value("float64"),
-        "ray_100": datasets.Value("float64"),
-        "ray_101": datasets.Value("float64"),
-        "ray_102": datasets.Value("float64"),
-        "ray_103": datasets.Value("float64"),
-        "ray_104": datasets.Value("float64"),
-        "ray_105": datasets.Value("float64"),
-        "ray_106": datasets.Value("float64"),
-        "ray_107": datasets.Value("float64"),
-        "ray_108": datasets.Value("float64"),
-        "ray_109": datasets.Value("float64"),
-        "ray_110": datasets.Value("float64"),
-        "ray_111": datasets.Value("float64"),
-        "ray_112": datasets.Value("float64"),
-        "ray_113": datasets.Value("float64"),
-        "ray_114": datasets.Value("float64"),
-        "ray_115": datasets.Value("float64"),
-        "ray_116": datasets.Value("float64"),
-        "ray_117": datasets.Value("float64"),
-        "ray_118": datasets.Value("float64"),
-        "ray_119": datasets.Value("float64"),
-        "ray_120": datasets.Value("float64"),
-        "ray_121": datasets.Value("float64"),
-        "ray_122": datasets.Value("float64"),
-        "ray_123": datasets.Value("float64"),
-        "ray_124": datasets.Value("float64"),
-        "ray_125": datasets.Value("float64"),
-        "ray_126": datasets.Value("float64"),
-        "ray_127": datasets.Value("float64"),
-        "ray_128": datasets.Value("float64"),
-        "ray_129": datasets.Value("float64"),
-        "ray_130": datasets.Value("float64"),
-        "ray_131": datasets.Value("float64"),
-        "ray_132": datasets.Value("float64"),
-        "ray_133": datasets.Value("float64"),
-        "ray_134": datasets.Value("float64"),
-        "ray_135": datasets.Value("float64"),
-        "ray_136": datasets.Value("float64"),
-        "ray_137": datasets.Value("float64"),
-        "ray_138": datasets.Value("float64"),
-        "ray_139": datasets.Value("float64"),
-        "ray_140": datasets.Value("float64"),
-        "ray_141": datasets.Value("float64"),
-        "ray_142": datasets.Value("float64"),
-        "ray_143": datasets.Value("float64"),
-        "ray_144": datasets.Value("float64"),
-        "ray_145": datasets.Value("float64"),
-        "ray_146": datasets.Value("float64"),
-        "ray_147": datasets.Value("float64"),
-        "ray_148": datasets.Value("float64"),
-        "ray_149": datasets.Value("float64"),
-        "ray_150": datasets.Value("float64"),
-        "ray_151": datasets.Value("float64"),
-        "ray_152": datasets.Value("float64"),
-        "ray_153": datasets.Value("float64"),
-        "ray_154": datasets.Value("float64"),
-        "ray_155": datasets.Value("float64"),
-        "ray_156": datasets.Value("float64"),
-        "ray_157": datasets.Value("float64"),
-        "ray_158": datasets.Value("float64"),
-        "ray_159": datasets.Value("float64"),
-        "ray_160": datasets.Value("float64"),
-        "ray_161": datasets.Value("float64"),
-        "oxy_distance": datasets.Value("float64"),
-        "displacement_1": datasets.Value("float64"),
-        "displacement_2": datasets.Value("float64"),
-        "displacement_3": datasets.Value("float64"),
-        "is_musk": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
-    }
-}
-features_per_config = {k: datasets.Features(features_types_per_config[k]) for k in features_types_per_config}
-
-
-class MuskConfig(datasets.BuilderConfig):
-    def __init__(self, **kwargs):
-        super(MuskConfig, self).__init__(version=VERSION, **kwargs)
-        self.features = features_per_config[kwargs["name"]]
-
-
-class Musk(datasets.GeneratorBasedBuilder):
-    # dataset versions
-    DEFAULT_CONFIG = "musk"
-    BUILDER_CONFIGS = [
-        MuskConfig(name="musk",
-                    description="Musk for binary classification.")
-    ]
-
-
-    def _info(self):       
-        info = datasets.DatasetInfo(description=DESCRIPTION, citation=_CITATION, homepage=_HOMEPAGE,
-                                    features=features_per_config[self.config.name])
-
-        return info
-    
-    def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
-        downloads = dl_manager.download_and_extract(urls_per_split)
-
-        return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloads["train"]})
-        ]
-    
-    def _generate_examples(self, filepath: str):
-        data = pandas.read_csv(filepath, header=None)
-        data.columns = _BASE_FEATURE_NAMES
-        data.drop("name", axis="columns", inplace=True)
-        data.drop("conformation_name", axis="columns", inplace=True)
-
-        for row_id, row in data.iterrows():
-            data_row = dict(row)
-
-            yield row_id, data_row